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Parmida Atighehchian

2 accepted papers

2023

Structure and Content-Guided Video Synthesis with Diffusion Models

ICCV 2023poster

Text-guided generative diffusion models unlock powerful image creation and editing tools. Recent approaches that edit the content of footage while retaining structure require expensive re-training for every input or rely on error-prone propagation of image edits across frames. In this work, we prese…

Cited by 761PDFcodeScholar
2020

Synbols: Probing Learning Algorithms with Synthetic Datasets

NeurIPS 2020poster

Progress in the field of machine learning has been fueled by the introduction of benchmark datasets pushing the limits of existing algorithms. Enabling the design of datasets to test specific properties and failure modes of learning algorithms is thus a problem of high interest, as it has a direct…